mlsanityData to 7 Oct 2026

Pushing the Boundaries of Tractable Multiperspective Reasoning: A Deduction Calculus for Standpoint EL+

arXiv 2304.14323 ↗First posted 27 Apr 2023cs.AIcited by 3

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Abstract (arXiv)

Standpoint EL is a multi-modal extension of the popular description logic EL that allows for the integrated representation of domain knowledge relative to diverse standpoints or perspectives. Advantageously, its satisfiability problem has recently been shown to be in PTime, making it a promising framework for large-scale knowledge integration. In this paper, we show that we can further push the expressivity of this formalism, arriving at an extended logic, called Standpoint EL+, which allows for axiom negation, role chain axioms, self-loops, and other features, while maintaining tractability. This is achieved by designing a satisfiability-checking deduction calculus, which at the same time addresses the need for practical algorithms. We demonstrate the feasibility of our calculus by presenting a prototypical Datalog implementation of its deduction rules.

Key facts. Cited by 3 papers in the map (data through 7 Oct 2026). Builds on 3 of its 56 references that are in the map. First posted on arXiv 27 Apr 2023.

Builds on

3 of 56 references.

References · 3

  1. 2022How to Agree to Disagree: Managing Ontological Perspectives using Standpoint Logiccited by 9
  2. 2023Tractable Diversity: Scalable Multiperspective Ontology Management via Standpoint ELcited by 6
  3. 2014The Logical Difference for the Lightweight Description Logic ELcited by 2

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3 papers.